Mengying Zhou (周孟莹)

Publications

  • [SIGSPATIAL'26] Mengying Zhou, Jingying Cui, Lin Gu. "Uncovering the Spatial Trilemma of Cost, Equity, and Resilience in Community Worker Allocation." The 34th ACM International Conference on Advances in Geographic Information Systems (SIGSPATIAL '26), 2026.

    [PDF]

  • [ICSC'26] Zhengxuan Wang, Haohan He, Mengying Zhou. "Towards Inclusive Mobility Modeling: Characterizing and Evaluating Elderly Trajectory Patterns in Urban Systems." International Conference on Social Computing (ICSC '26), 2026.

    [PDF]

  • [arXiv] Mengying Zhou, Yongjie Yin, Yang Chen. "From Social Coding to Agentic Coding: Productivity and Relational Reconfiguration in Open-Source Communities." arXiv preprint arXiv:2608.03585, 2026.

    [PDF (opens new window)]

  • [arXiv] Mengying Zhou, Yongjie Yin, Haoyan Xin, Guoping Liu, Yang Chen. "Cross-Domain Feature Expansion for Tabular Medical Data via Knowledge Graphs Injection." arXiv preprint arXiv:2606.31171, 2026.

    [PDF (opens new window)]

  • [COMMAG] Mengying Zhou, Shaobin Wang, Qiang Duan, Aaron Yi Ding, Xin Wang, and Yang Chen. "Energy-Aware Collaborative Perception in HetVNets: Balancing Accuracy and Sustainability." IEEE Communications Magazine, 2026. (IF 8.2)

    [PDF (opens new window)]

  • [SAC'24] Dewant Katare, Mengying Zhou, Yang Chen, Marijn Janssen, Aaron Yi Ding. "Energy-Aware Vision Model Partitioning for Edge AI." The 40th ACM/SIGAPP Symposium On Applied Computing (SAC'25), 2025.

    [PDF]

  • [TST'24] Mengying Zhou, Qianyu He, Bruno Abrahao, Xin Wang, Yang Chen. "Unifying Data Effectiveness Assessment in User Churn Detection: An Indicator-Assisted Framework." Tsinghua Science and Technology (TST), 2024.

    [PDF (opens new window)]

  • [SEC'24] Dewant Katare, Mengying Zhou, Yang Chen, Marijn Janssen, Aaron Yi Ding. "Poster: Energy-Aware Partitioning for Edge AI." The Eighthth ACM/IEEE Symposium on Edge Computing (SEC'24) Posters and Demos, 2024.

    [PDF]

  • [SenSys'24] Mengying Zhou, Zhiyang Sun, Xin Wang, Yang Chen. "Demo: Enhancing the Networking Performance of IPv6 IoT Devices Using Machine Learning and IVI." The 22nd ACM Conference on Embedded Networked Sensor Systems (SenSys'24) Posters and Demos, 2024.

    [PDF]

  • [ToN'24] Mengying Zhou, Tiancheng Guo, Yang Chen, Yupeng Li, Meng Niu, Xin Wang, Pan Hui. "Polygon: A QUIC-Based CDN Server Selection System Supporting Multiple Resource Demands." IEEE/ACM Transactions on Networking (ToN), 2024, 32(6):4585-4599.

    [PDF] [Code (opens new window)]

  • [ICDCS'24] Mengying Zhou, Yang Chen, Shihan Lin, Xin Wang, Bingyang Liu, and Aaron Ding. "Dissecting the Applicability of HTTP/3 in Content Delivery Networks." Proc. of 44th IEEE International Conference on Distributed Computing Systems (ICDCS’24), 2024.

    [PDF] [Slides]

  • [ICC'23] Tiancheng Guo, Yuke Ma, Mengying Zhou, Xin Wang, Jun Wu, Yang Chen. "SocialCache: A Pervasive Social-Aware Caching Strategy for Self-Operated Content Delivery Networks of Online Social Networks." Proc. of 2023 IEEE International Conference on Communications (ICC’23), 2023.

    [PDF] [Slides] [ProjectPage]

  • [SIGCOMM'22 Demo] Run Huang, Mengying Zhou, Tiancheng Guo, and Yang Chen. "Locating CDN Edge Servers with HTTP Responses." Proc. of the SIGCOMM '22 Posters and Demos. 🏆 The #1 place in the SRC undergraduate category of SIGCOMM 2022 (opens new window)

    [PDF] [Video (opens new window)] [Demo (opens new window)] [Code (opens new window)]

  • [EuroMLSys'22] Mengying Zhou, Zheng Li, Shihan Lin, Xin Wang, and Yang Chen. "FlexHTTP: An Intelligent and Scalable HTTP Version Selection System." Proc. of the 2nd workshop on Machine Learning and Systems (EuroMLSys), co-located with EuroSys'22.

    [PDF] [Slides] [Code (opens new window)]

  • [TPDS'22] Xuebing Li, Yang Chen, Mengying Zhou, Tiancheng Guo, Chenhao Wang, Yu Xiao, Junjie Wan, and Xin Wang. "Artemis: A Latency-Oriented Naming and Routing System." IEEE Transactions on Parallel and Distributed Systems (TPDS), 2022, 33(12):4874-4890.

    [PDF] [Code (opens new window)]

  • [Middleware'21] Mengying Zhou, Tiancheng Guo, Yang Chen, Junjie Wan, and Xin Wang. "Polygon: A QUIC-Based CDN Server Selection System Supporting Multiple Resource Demands." Proc. of the 22nd ACM/IFIP Middleware Conference (Middleware’21), Industry Track, 2021.

    [PDF] [Slides] [Code (opens new window)]

  • 汤佳欣, 陈阳, 周孟莹, 王新. "深度学习方法在兴趣点推荐中的应用研究综述." 计算机工程, 2021, 1000-3428.0061598.

    [PDF]

  • 李学兵, 陈阳, 周孟莹, 王新. "互联网数据传输协议QUIC研究综述." 计算机研究与发展, 2020, 57(9): 1864-1876.

    [PDF] [Slides]